Thorsten Dickhaus's Books

Simultaneous Statistical Inference

With Applications in the Life Sciences

By: Thorsten Dickhaus

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Simultaneous Statistical Inference

With Applications in the Life Sciences

By: Thorsten Dickhaus

This monograph will provide an in-depth mathematical treatment of modern multiple test procedures controlling the false discovery rate (FDR) and related error measures, particularly addressing applications to fields such as genetics, proteomics, neuroscience and general biology. The book will also include a detailed description how to implement these methods in practice. Moreover new developments focusing on non-standard assumptions are also included, especially multiple tests for discrete data. The book primarily addresses researchers and practitioners but will also be beneficial for graduate students.

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182

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3642451829

ISBN 13

9783642451829

Lectures on Dependency

Selected Topics in Multivariate Statistics

By: Thorsten Dickhaus

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Lectures on Dependency

Selected Topics in Multivariate Statistics

By: Thorsten Dickhaus

This short book elaborates on selected aspects of stochastic-statistical dependencies in multivariate statistics. Each chapter provides a rigorous and self-contained treatment of one specific topic, poses a particular problem within its scope, and concludes by presenting its solution. The presented problems are not only relevant for research in mathematical statistics, but also entertaining, with elegant proofs and appealing solutions. The chapters cover correlation coefficients of bivariate normal distributions, empirical likelihood ratio tests for the population correlation, the rearrangement algorithm, covariances of order statistics, equi-correlation matrices, skew-normal distributions and the weighted bootstrap. This book is primarily intended for early-career researchers in mathematical statistics, but will also be interesting for lecturers in the field. Its goal is to rouse the reader’s interest, further their knowledge of the subject and provide them with some useful mathematical techniques.

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Springer Nature

Published Date

ISBN 10

3030969320

ISBN 13

9783030969325

Basics of Modern Mathematical Statistics

By: Vladimir Spokoiny,Thorsten Dickhaus

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Basics of Modern Mathematical Statistics

By: Vladimir Spokoiny,Thorsten Dickhaus

This textbook provides a unified and self-contained presentation of the main approaches to and ideas of mathematical statistics. It collects the basic mathematical ideas and tools needed as a basis for more serious study or even independent research in statistics. The majority of existing textbooks in mathematical statistics follow the classical asymptotic framework. Yet, as modern statistics has changed rapidly in recent years, new methods and approaches have appeared. The emphasis is on finite sample behavior, large parameter dimensions, and model misspecifications. The present book provides a fully self-contained introduction to the world of modern mathematical statistics, collecting the basic knowledge, concepts and findings needed for doing further research in the modern theoretical and applied statistics. This textbook is primarily intended for graduate and postdoc students and young researchers who are interested in modern statistical methods.

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Page Count

311

Publisher

Springer

Published Date

ISBN 10

3642399096

ISBN 13

9783642399091

Theory of Nonparametric Tests

By: Thorsten Dickhaus

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Theory of Nonparametric Tests

By: Thorsten Dickhaus

This textbook provides a self-contained presentation of the main concepts and methods of nonparametric statistical testing, with a particular focus on the theoretical foundations of goodness-of-fit tests, rank tests, resampling tests, and projection tests. The substitution principle is employed as a unified approach to the nonparametric test problems discussed. In addition to mathematical theory, it also includes numerous examples and computer implementations. The book is intended for advanced undergraduate, graduate, and postdoc students as well as young researchers. Readers should be familiar with the basic concepts of mathematical statistics typically covered in introductory statistics courses.

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Page Count

134

Publisher

Springer

Published Date

ISBN 10

3319763156

ISBN 13

9783319763156

Theory of Nonparametric Tests

By: Thorsten Dickhaus

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Theory of Nonparametric Tests

By: Thorsten Dickhaus

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134

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Springer

Published Date

ISBN 10

3319763156

ISBN 13

9783319763156

Lectures on Dependency

Selected Topics in Multivariate Statistics

By: Thorsten Dickhaus

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Lectures on Dependency

Selected Topics in Multivariate Statistics

By: Thorsten Dickhaus

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Publisher

Springer Nature

Published Date

ISBN 10

3030969320

ISBN 13

9783030969325

Simultaneous Statistical Inference

With Applications in the Life Sciences

By: Thorsten Dickhaus

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Simultaneous Statistical Inference

With Applications in the Life Sciences

By: Thorsten Dickhaus

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N/A

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Solve jigsaw puzzle

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Page Count

182

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3642451829

ISBN 13

9783642451829

Book's by Thorsten Dickhaus

Simultaneous Statistical Inference

Simultaneous Statistical Inference

Lectures on Dependency

Lectures on Dependency

Basics of Modern Mathematical Statistics

Basics of Modern Mathematical Statistics

Theory of Nonparametric Tests

Theory of Nonparametric Tests

Theory of Nonparametric Tests

Theory of Nonparametric Tests

Lectures on Dependency

Lectures on Dependency

Simultaneous Statistical Inference

Simultaneous Statistical Inference

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